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Label-label relation module for "Tracking" and "Colocalisation" #46

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tischi opened this issue Feb 1, 2021 · 2 comments
Open

Label-label relation module for "Tracking" and "Colocalisation" #46

tischi opened this issue Feb 1, 2021 · 2 comments

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@tischi
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tischi commented Feb 1, 2021

@manerotoni @dlegland

I had an idea how to, with minimal effort, add more functionality to MLJ that could be first steps towards tracking and colocalisation analysis.
Essentially the idea is to have one module where the input are two label mask images (labelsA, labelsB). The output would be a results table with relational information such as overlap and closeness of the difference labels in the two images.

For example things like this:

labelA labelB_IndexClosestCentroid labelB_maximalOverlap numPixelsOverlap
1 4 4 1024
2 3 10 501
3 5 5 10

What do you think? Should we try to add something like this?

@dlegland
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dlegland commented Feb 2, 2021

Hi!
I see the idea, this could be useful for comparing segmentation results, or for validating registrations.
I think Ignacio coded several functions for comparing label images, it seems this could be related.
I need to maturate a little bit about it, but why not?

@tischi
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tischi commented Feb 2, 2021

for comparing segmentation results, or for validating registrations.

wow, even more use cases!

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